Oliver Röhrle Ulrich Rüde Barbara Wohlmuth. Garching, September 17/18, 2012

Size: px
Start display at page:

Download "Oliver Röhrle Ulrich Rüde Barbara Wohlmuth. Garching, September 17/18, 2012"

Transcription

1 Oliver Röhrle Ulrich Rüde Barbara Wohlmuth Garching, September 17/18, 2012

2 COMPUTATIONAL SCIENCE & ENGINEERING Leading-edge science and engineering depend on advanced computing for understanding, prediction, and control. In response to these needs, the field of computational science and engineering (CS&E) is evolving rapidly, to the point that it is now widely considered to be a new discipline by itself and a third pillar of the scientific enterprise, a peer alongside theory and physical experiment. CS&E is unique in that it enables progress in virtually all other disciplines by providing windows of discovery when traditional means of research reach their limits. - Editorial, SISC Special Issue on CS&E (2007)

3 CS&E IN MATHEMATICS View: Max Gunzburger

4 CS&E PIPELINE IN INFORMATICS Data analysis Pattern recognition, statistics, signal processing, parameter identification Simulation Modeling approaches Physics, dynamical systems, continuums mechanics, fluid mechanics,... Differential equations, integral equations, statistics, geometry, Model reduction, uncertainty quantification Discretisation techniques Approximation theory, functional analysis Numerical analysis of PDEs and ODEs Meshing, error estimators, adaptivity Algebraic solutions (Linear algebra, iterative methods, multigrid) Optimization, steering, inverse problems Implementations Hardware architecture Parallel numerical algorithm Software engineering for simulation tasks, efficient programming Post-processing Visualization, computer graphics Computational steering View: Uli Rüde

5 CS&E IN ENGINEERING Seldom have so many independent studies been in such agreement: simulation is a key element for achieving progress in engineering and science. Authors: J. Oden, T. Belytschko, J. Fisch, T. Hughes, C. Johnson, D. Keyes, A. Laub, L. Petzold, D. Srlovitz, S. Yip

6 EDUCATION IN CS&E A CS&E-student should be an expert in developing (and using) computational methods and not necessarily an expert regarding a specific application. Methods shall be applicable to several applications application-spanning methodological competence. This is the main difference between a CS&E student and a specialist (e.g. engineer) The focus shall be therefore on the modeling and simulation techniques (and natural science). This is the difference between CS&E students and students in mathematics or computer science. Math and computer science need to be linked together in an interdisciplinary sense.

7 CS&E ACTIVITIES EXIST International Association of Computational Mechanics (IACM) and its German section (GACM), Arbeitsgemeinschaft Simulation (ASIM), which is an activity group of the Gesellschaft Informatik (GI), As part of the excellence initiative: Cluster of Excellence for Simulation Technology (SimTech) and graduate schools at Aachen and Darmstadt, DFG Schwerpunktprogramm (priority program) on ExaScale Software, and SIAM Activity Group CSE.

8 CS&E CS&E is in-between mathematics, computer science and the respective application. Despite the existing national and international momentum, there exists no coordinated activity group that scientifically represents the full spectrum of, CS&E in Germany. GAMM has traditionally strong links to mathematics and many CS&E relevant application fields. The GAMM has also strong links to the computer sciences, in particular with high performance computing, parallel algorithms, visualization and data analysis.

9 CS&E AS PART OF THE GAMM Submitted an application to the board of the GAMM to establish an activity group Computational Science and Engineering This application was approved at the last board meeting of the GAMM in Darmstadt in March Kick-off meeting

10 AIMS OF THE GAMM FA CS&E The activity group on CS&E shall represent the subject itself and provide a forum to discuss the interests of research and education concerning CS&E. To adequately represent the interdisciplinary nature of CS&E towards universities and research institutions and to promote the necessary link between mathematics, mechanics, physics, computer science, natural and engineering sciences.

11 AIMS OF THE KICK-OFF MEETING Discuss and define CS&E from different point of views (engineering, mathematics, computer science, high performance computing, industry,...). Discuss research and funding environment CS&E in education Establish networking links Provide an international perspective on CS&E Constitute the GAMM activity group on CS&E Discuss further activities of the GAMM FA CS&E

12 AGENDA

13 AGENDA

Computational Engineering Programs at the University of Erlangen-Nuremberg

Computational Engineering Programs at the University of Erlangen-Nuremberg Computational Engineering Programs at the University of Erlangen-Nuremberg Ulrich Ruede Lehrstuhl für Simulation, Institut für Informatik Universität Erlangen http://www10.informatik.uni-erlangen.de/ ruede

More information

HPC enabling of OpenFOAM R for CFD applications

HPC enabling of OpenFOAM R for CFD applications HPC enabling of OpenFOAM R for CFD applications Towards the exascale: OpenFOAM perspective Ivan Spisso 25-27 March 2015, Casalecchio di Reno, BOLOGNA. SuperComputing Applications and Innovation Department,

More information

Depth and Excluded Courses

Depth and Excluded Courses Depth and Excluded Courses Depth Courses for Communication, Control, and Signal Processing EECE 5576 Wireless Communication Systems 4 SH EECE 5580 Classical Control Systems 4 SH EECE 5610 Digital Control

More information

Computer Graphics AACHEN AACHEN AACHEN AACHEN. Public Perception of CG. Computer Graphics Research. Methodological Approaches - - - - - - - - - -

Computer Graphics AACHEN AACHEN AACHEN AACHEN. Public Perception of CG. Computer Graphics Research. Methodological Approaches - - - - - - - - - - Public Perception of CG Games Computer Graphics Movies Computer Graphics Research algorithms & data structures fundamental continuous & discrete mathematics optimization schemes 3D reconstruction global

More information

Department of Computer Science and Engineering

Department of Computer Science and Engineering Mississippi State University 1 Department of Computer Science and Engineering Department Head: Professor Donna Reese Office: 300 Butler Hall The Department of Computer Science and Engineering is dedicated

More information

COURSE CATALOGUE 2013-2014

COURSE CATALOGUE 2013-2014 COURSE CATALOGUE 201-201 Field: COMPUTER SCIENCE Programme: Bachelor s Degree Programme in Computer Science (Informatics) Length of studies: years (6 semesters) Number of ECTS Credits: 180 +0 for the B.Sc.

More information

PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME

PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME PROGRAMME SPECIFICATION POSTGRADUATE PROGRAMME KEY FACTS Programme name Advanced Computer Science Award MSc School Mathematics, Computer Science and Engineering Department or equivalent Department of Computing

More information

Position Classification Flysheet for Computer Science Series, GS-1550. Table of Contents

Position Classification Flysheet for Computer Science Series, GS-1550. Table of Contents Position Classification Flysheet for Computer Science Series, GS-1550 Table of Contents SERIES DEFINITION... 2 OCCUPATIONAL INFORMATION... 2 EXCLUSIONS... 4 AUTHORIZED TITLES... 5 GRADE LEVEL CRITERIA...

More information

A Model Program for Computer Engineering Master of Science Degree Embedded Systems

A Model Program for Computer Engineering Master of Science Degree Embedded Systems A Model Program for Computer Engineering Master of Science Degree Embedded Systems This program is based on the structure of the degree program provided by the University of Oulu, Oulu, Finland. The structure

More information

Research Associate at Universität Hamburg. Research Associate at University of Bath

Research Associate at Universität Hamburg. Research Associate at University of Bath Elisabeth Ullmann Fachbereich Mathematik Universität Hamburg Bundesstr. 55, 20146 Hamburg, Germany Phone: +49 (0)40 42838 5151 E-mail: elisabeth.ullmann@uni-hamburg.de Personal Data Citizenship: Germany

More information

Proposal for Undergraduate Certificate in Large Data Analysis

Proposal for Undergraduate Certificate in Large Data Analysis Proposal for Undergraduate Certificate in Large Data Analysis To: Helena Dettmer, Associate Dean for Undergraduate Programs and Curriculum From: Suely Oliveira (Computer Science), Kate Cowles (Statistics),

More information

ME6130 An introduction to CFD 1-1

ME6130 An introduction to CFD 1-1 ME6130 An introduction to CFD 1-1 What is CFD? Computational fluid dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions, and related phenomena by solving numerically

More information

Prentice Hall: Middle School Math, Course 1 2002 Correlated to: New York Mathematics Learning Standards (Intermediate)

Prentice Hall: Middle School Math, Course 1 2002 Correlated to: New York Mathematics Learning Standards (Intermediate) New York Mathematics Learning Standards (Intermediate) Mathematical Reasoning Key Idea: Students use MATHEMATICAL REASONING to analyze mathematical situations, make conjectures, gather evidence, and construct

More information

M.Sc. Program in Informatics and Telecommunications

M.Sc. Program in Informatics and Telecommunications M.Sc. Program in Informatics and Telecommunications at UoA-DIT Prof. Ioannis Stavrakakis Deputy Dept Chair, Director of Graduate Studies 1 Overview of Graduate Studies Initiated in 1993 Modified in 2000

More information

Computer Engineering

Computer Engineering Undergraduate Program Guide Bachelor of Science in Computer Engineering 2014-2015 DEPARTMENT OF COMPUTER SCIENCE and ENGINEERING The University of Texas at Arlington 500 UTA Blvd. Engineering Research

More information

OpenFOAM Optimization Tools

OpenFOAM Optimization Tools OpenFOAM Optimization Tools Henrik Rusche and Aleks Jemcov h.rusche@wikki-gmbh.de and a.jemcov@wikki.co.uk Wikki, Germany and United Kingdom OpenFOAM Optimization Tools p. 1 Agenda Objective Review optimisation

More information

Master of Science in Systems Engineering

Master of Science in Systems Engineering Master of Science in Systems Engineering Department of Electrical and Computer Engineering The Master of Science program in systems engineering is designed to prepare students for significant engineering-related

More information

GUJARAT TECHNOLOGICAL UNIVERSITY Computer Engineering (07) BE 1st To 8th Semester Exam Scheme & Subject Code

GUJARAT TECHNOLOGICAL UNIVERSITY Computer Engineering (07) BE 1st To 8th Semester Exam Scheme & Subject Code GUJARAT TECHNOLOGICAL UNIVERSITY Computer Engineering (07) BE 1st To 8th Semester Scheme & EVALUATION SCHEME Continuous (Theory) (E) Evaluation Practical (I) (Practical) (E) Process(M) MAX MIN MAX MIN

More information

Applied Mathematics and Mathematical Modeling

Applied Mathematics and Mathematical Modeling Applied Mathematics and Mathematical Modeling Joseph Malkevitch, York College (CUNY), Chair Ricardo Cortez, Tulane University Michael A. Jones, Mathematical Reviews Michael O Neill, Claremont McKenna College

More information

Computer and Systems Engineering (CSE) Master of Science Programs

Computer and Systems Engineering (CSE) Master of Science Programs Computer and Systems Engineering (CSE) Master of Science Programs The Computer and Systems Engineering (CSE) degree offered by the University of Houston (UH) is a graduate level interdisciplinary program

More information

Numerical Analysis. Professor Donna Calhoun. Fall 2013 Math 465/565. Office : MG241A Office Hours : Wednesday 10:00-12:00 and 1:00-3:00

Numerical Analysis. Professor Donna Calhoun. Fall 2013 Math 465/565. Office : MG241A Office Hours : Wednesday 10:00-12:00 and 1:00-3:00 Numerical Analysis Professor Donna Calhoun Office : MG241A Office Hours : Wednesday 10:00-12:00 and 1:00-3:00 Fall 2013 Math 465/565 http://math.boisestate.edu/~calhoun/teaching/math565_fall2013 What is

More information

Proposal for New Program: BS in Data Science: Computational Analytics

Proposal for New Program: BS in Data Science: Computational Analytics Proposal for New Program: BS in Data Science: Computational Analytics 1. Rationale... The proposed Data Science: Computational Analytics major is designed for students interested in developing expertise

More information

010200 - «Mathematics and Computer Science»

010200 - «Mathematics and Computer Science» Institute of Applied Mathematics and Mechanics Telematics Department (under the Central Scientific Research Institute of Robotics and Technical Cybernetics) announces admission to bachelor's and master's

More information

Software Engineering

Software Engineering Undergraduate Program Guide Bachelor of Science in Software Engineering 2014-2015 DEPARTMENT OF COMPUTER SCIENCE and ENGINEERING The University of Texas at Arlington 500 UTA Blvd. Engineering Research

More information

Subject Module. Department

Subject Module. Department POSTGRADUATE LEURE-TYPE MODULES PER DEPARTMENT CIVIL ENGINEERING 10785 812 15 Advanced Bitumen Technology R 3 777 CIVIL ENGINEERING 10809 711 15 Advanced geotechnics R 3 777 CIVIL ENGINEERING 10809 811

More information

M E M O R A N D U M. Faculty Senate Approved April 2, 2015

M E M O R A N D U M. Faculty Senate Approved April 2, 2015 M E M O R A N D U M Faculty Senate Approved April 2, 2015 TO: FROM: Deans and Chairs Becky Bitter, Sr. Assistant Registrar DATE: March 26, 2015 SUBJECT: Minor Change Bulletin No. 11 The courses listed

More information

Introduction to Computer Graphics

Introduction to Computer Graphics Introduction to Computer Graphics Torsten Möller TASC 8021 778-782-2215 torsten@sfu.ca www.cs.sfu.ca/~torsten Today What is computer graphics? Contents of this course Syllabus Overview of course topics

More information

Core Curriculum to the Course:

Core Curriculum to the Course: Core Curriculum to the Course: Environmental Science Law Economy for Engineering Accounting for Engineering Production System Planning and Analysis Electric Circuits Logic Circuits Methods for Electric

More information

ANALYTICS CENTER LEARNING PROGRAM

ANALYTICS CENTER LEARNING PROGRAM Overview of Curriculum ANALYTICS CENTER LEARNING PROGRAM The following courses are offered by Analytics Center as part of its learning program: Course Duration Prerequisites 1- Math and Theory 101 - Fundamentals

More information

Dr. Raju Namburu Computational Sciences Campaign U.S. Army Research Laboratory. The Nation s Premier Laboratory for Land Forces UNCLASSIFIED

Dr. Raju Namburu Computational Sciences Campaign U.S. Army Research Laboratory. The Nation s Premier Laboratory for Land Forces UNCLASSIFIED Dr. Raju Namburu Computational Sciences Campaign U.S. Army Research Laboratory 21 st Century Research Continuum Theory Theory embodied in computation Hypotheses tested through experiment SCIENTIFIC METHODS

More information

Structure of Presentation. The Role of Programming in Informatics Curricula. Concepts of Informatics 2. Concepts of Informatics 1

Structure of Presentation. The Role of Programming in Informatics Curricula. Concepts of Informatics 2. Concepts of Informatics 1 The Role of Programming in Informatics Curricula A. J. Cowling Department of Computer Science University of Sheffield Structure of Presentation Introduction The problem, and the key concepts. Dimensions

More information

Undergraduate Computational Science and Engineering Education

Undergraduate Computational Science and Engineering Education SIAM REVIEW Vol. 53, No. 3, pp. 561 574 c 2011 Society for Industrial and Applied Mathematics Undergraduate Computational Science and Engineering Education SIAM WORKING GROUP ON CSE UNDERGRADUATE EDUCATION

More information

COMPUTER SCIENCE AND ENGINEERING

COMPUTER SCIENCE AND ENGINEERING The University of Connecticut School of Engineering COMPUTER SCIENCE AND ENGINEERING GUIDE TO COURSE SELECTION AY 2013-2014 Revised May 23, 2013 for Computer Science and Engineering (CSE) Majors in the

More information

Draft dpt for MEng Electronics and Computer Science

Draft dpt for MEng Electronics and Computer Science Draft dpt for MEng Electronics and Computer Science Year 1 INFR08012 Informatics 1 - Computation and Logic INFR08013 Informatics 1 - Functional Programming INFR08014 Informatics 1 - Object- Oriented Programming

More information

Visualization and Data Analysis

Visualization and Data Analysis Working Group Outbrief Visualization and Data Analysis James Ahrens, David Rogers, Becky Springmeyer Eric Brugger, Cyrus Harrison, Laura Monroe, Dino Pavlakos Scott Klasky, Kwan-Liu Ma, Hank Childs LLNL-PRES-481881

More information

Master s in Computational Mathematics. Faculty of Mathematics, University of Waterloo

Master s in Computational Mathematics. Faculty of Mathematics, University of Waterloo Master s in Computational Mathematics Faculty of Mathematics, University of Waterloo Master s in Computational Mathematics One-year, interdisciplinary Master s (duration of study 12 months, starts September

More information

The University of Connecticut. School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2015-2016. Revised July 27, 2015.

The University of Connecticut. School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2015-2016. Revised July 27, 2015. The University of Connecticut School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2015-2016 Revised July 27, 2015 for Computer Science (CSci) Majors in the School of Engineering Table of

More information

LIST OF REGISTRABLE COURSES FOR BSC COMMUNICATION TECHNOLOGY JUNE 2014

LIST OF REGISTRABLE COURSES FOR BSC COMMUNICATION TECHNOLOGY JUNE 2014 100 Level Title Unit Status GST 101 Use of English and Communication Skills I 2 C GST 107 The Good Study Guide 2 C BIO101 General Biology 2 C CHM101 Introductory Inorganic Chemistry 2 C CIT 101 Computers

More information

Applied mathematics and mathematical statistics

Applied mathematics and mathematical statistics Applied mathematics and mathematical statistics The graduate school is organised within the Department of Mathematical Sciences.. Deputy head of department: Aila Särkkä Director of Graduate Studies: Marija

More information

SEMESTER PLANS FOR MATH COURSES, FOR MAJORS OUTSIDE MATH.

SEMESTER PLANS FOR MATH COURSES, FOR MAJORS OUTSIDE MATH. SEMESTER PLANS FOR MATH COURSES, FOR MAJORS OUTSIDE MATH. CONTENTS: AP calculus credit and Math Placement levels. List of semester math courses. Student pathways through the semester math courses Transition

More information

How To Get A Computer Science Degree At Appalachian State

How To Get A Computer Science Degree At Appalachian State 118 Master of Science in Computer Science Department of Computer Science College of Arts and Sciences James T. Wilkes, Chair and Professor Ph.D., Duke University WilkesJT@appstate.edu http://www.cs.appstate.edu/

More information

College of Science Department of Mathematics and Computer Science. Assessment Plan Computer Science and Computer Networks

College of Science Department of Mathematics and Computer Science. Assessment Plan Computer Science and Computer Networks College of Science Department of Mathematics and Computer Science Programs: Assessment Plan Computer Science and Computer Networks Computer Science offers the following instructional programs: 1. Bachelor

More information

Reasons for need for Computer Engineering program From Computer Engineering Program proposal

Reasons for need for Computer Engineering program From Computer Engineering Program proposal Reasons for need for Computer Engineering program From Computer Engineering Program proposal Department of Computer Science School of Electrical Engineering & Computer Science circa 1988 Dedicated to David

More information

The University of Connecticut. School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2013-2014. Revised May 23, 2013.

The University of Connecticut. School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2013-2014. Revised May 23, 2013. The University of Connecticut School of Engineering COMPUTER SCIENCE GUIDE TO COURSE SELECTION AY 2013-2014 Revised May 23, 2013 for Computer Science (CSci) Majors in the School of Engineering Table of

More information

Degree Bachelor degree Naval And Port Engineering and Management

Degree Bachelor degree Naval And Port Engineering and Management Bachelor degree NAVAL AND PORT ENGINEERING AND MANAGEMENT (250 ECTS) Name of Study Programme Bachelor degree NAVAL AND PORT ENGINEERING AND MANAGEMENT (250 ECTS) Introduction The mission of the Naval And

More information

How To Get A Computer Engineering Degree

How To Get A Computer Engineering Degree COMPUTER ENGINEERING GRADUTE PROGRAM FOR MASTER S DEGREE (With Thesis) PREPARATORY PROGRAM* COME 27 Advanced Object Oriented Programming 5 COME 21 Data Structures and Algorithms COME 22 COME 1 COME 1 COME

More information

Datavetenskapligt Program (kandidat) Computer Science Programme (master)

Datavetenskapligt Program (kandidat) Computer Science Programme (master) Datavetenskapligt Program (kandidat) Computer Science Programme (master) Wolfgang Ahrendt Director Datavetenskap (BSc), Computer Science (MSc) D&IT Göteborg University, 30/01/2009 Part I D&IT: Computer

More information

SEMESTER BY SEMESTER BREAKDOWN OF COURSE EQUIVALENTS

SEMESTER BY SEMESTER BREAKDOWN OF COURSE EQUIVALENTS COURSE EQUIVALENCIES FROM ENGINEERING (BCCC) TO BIOMEDICAL, INDUSTRIAL, MECHANICAL, or SOFTWARE ENGINEERING (RMU) SEMESTER BY SEMESTER BREAKDOWN OF COURSE EQUIVALENTS BCCC COURSES RMU EQUIVALENT CRSE NO

More information

PROGRAMMES OFFERED BY DEPARTMENT OF COMPUTER SCIENCE SYSTEMS (Note: This document is for polytechnic students admitted in AY2004-5)

PROGRAMMES OFFERED BY DEPARTMENT OF COMPUTER SCIENCE SYSTEMS (Note: This document is for polytechnic students admitted in AY2004-5) SCHOOL OF COMPUTING PROGRAMMES OFFERED BY DEPARTMENT OF COMPUTER SCIENCE SYSTEMS (Note: This document is for polytechnic students admitted in AY2004-5) Bachelor of Computing in Communications and Media

More information

ANTALYA INTERNATIONAL UNIVERSITY INDUSTRIAL ENGINEERING COURSE DESCRIPTIONS

ANTALYA INTERNATIONAL UNIVERSITY INDUSTRIAL ENGINEERING COURSE DESCRIPTIONS ANTALYA INTERNATIONAL UNIVERSITY INDUSTRIAL ENGINEERING COURSE DESCRIPTIONS CORE COURSES MATH 101 - Calculus I Trigonometric functions and their basic properties. Inverse trigonometric functions. Logarithmic

More information

Data Analysis with MATLAB. 2013 The MathWorks, Inc. 1

Data Analysis with MATLAB. 2013 The MathWorks, Inc. 1 Data Analysis with MATLAB 2013 The MathWorks, Inc. 1 Agenda Introduction Data analysis with MATLAB and Excel Break Developing applications with MATLAB Solving larger problems Summary 2 Modeling the Solar

More information

Introduction to MATLAB Gergely Somlay Application Engineer gergely.somlay@gamax.hu

Introduction to MATLAB Gergely Somlay Application Engineer gergely.somlay@gamax.hu Introduction to MATLAB Gergely Somlay Application Engineer gergely.somlay@gamax.hu 2012 The MathWorks, Inc. 1 What is MATLAB? High-level language Interactive development environment Used for: Numerical

More information

Computational Science and Informatics (Data Science) Programs at GMU

Computational Science and Informatics (Data Science) Programs at GMU Computational Science and Informatics (Data Science) Programs at GMU Kirk Borne George Mason University School of Physics, Astronomy, & Computational Sciences http://spacs.gmu.edu/ Outline Graduate Program

More information

Coursework for MS leading to PhD in Electrical Engineering. 1 Courses for Digital Systems and Signal Processing

Coursework for MS leading to PhD in Electrical Engineering. 1 Courses for Digital Systems and Signal Processing work for MS leading to PhD in Electrical Engineering 1 s for Digital Systems and Signal Processing EE 801 Analysis of Stochastic Systems EE 802 Advanced Digital Signal Processing EE 80 Advanced Digital

More information

Semester 1 Course Course Name מע תר הר Credits Preliminary or

Semester 1 Course Course Name מע תר הר Credits Preliminary or Curriculum To complete the degree the student must accumulate at least 160 credits - 4 credits in general studies, 1 credit for the skills course and 2 sports courses which grant 0.5 credits each. The

More information

Customer Training Material. Lecture 2. Introduction to. Methodology ANSYS FLUENT. ANSYS, Inc. Proprietary 2010 ANSYS, Inc. All rights reserved.

Customer Training Material. Lecture 2. Introduction to. Methodology ANSYS FLUENT. ANSYS, Inc. Proprietary 2010 ANSYS, Inc. All rights reserved. Lecture 2 Introduction to CFD Methodology Introduction to ANSYS FLUENT L2-1 What is CFD? Computational Fluid Dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions,

More information

SCHOOL OF ADVANCED TECHNOLOGIES, ENGINEERING AND SCIENCE (SATES) PROGRAM: CTech in Electrical and Electronic Engineering

SCHOOL OF ADVANCED TECHNOLOGIES, ENGINEERING AND SCIENCE (SATES) PROGRAM: CTech in Electrical and Electronic Engineering SCHOOL OF ADVANCED TECHNOLOGIES, ENGINEERING AND SCIENCE (SATES) Program Schedule PROGRAM: CTech in Electrical and Electronic Engineering CTech Electrical & Electronic Engineering Credits IT101 Information

More information

The Relevance of CS and SE Education: A Survey

The Relevance of CS and SE Education: A Survey The Relevance of CS and SE Education: A Survey Timothy C. Lethbridge Conference on Software Engineering Education and Training Atlanta, Feb. 2 1998 1 Methodology 168 Participants Supported by several companies

More information

Department of CSE. Jaypee University of Information Technology, Waknaghat. Course Curricula

Department of CSE. Jaypee University of Information Technology, Waknaghat. Course Curricula Department of CSE Jaypee University of Information Technology, Waknaghat Course Curricula This document contains the Course Curricula for the following courses offered in the Department of CSE : B.Tech.

More information

SIAM PP 2014! MapReduce in Scientific Computing! February 19, 2014

SIAM PP 2014! MapReduce in Scientific Computing! February 19, 2014 SIAM PP 2014! MapReduce in Scientific Computing! February 19, 2014 Paul G. Constantine! Applied Math & Stats! Colorado School of Mines David F. Gleich! Computer Science! Purdue University Hans De Sterck!

More information

5 Systems of Equations

5 Systems of Equations Systems of Equations Concepts: Solutions to Systems of Equations-Graphically and Algebraically Solving Systems - Substitution Method Solving Systems - Elimination Method Using -Dimensional Graphs to Approximate

More information

DELAWARE MATHEMATICS CONTENT STANDARDS GRADES 9-10. PAGE(S) WHERE TAUGHT (If submission is not a book, cite appropriate location(s))

DELAWARE MATHEMATICS CONTENT STANDARDS GRADES 9-10. PAGE(S) WHERE TAUGHT (If submission is not a book, cite appropriate location(s)) Prentice Hall University of Chicago School Mathematics Project: Advanced Algebra 2002 Delaware Mathematics Content Standards (Grades 9-10) STANDARD #1 Students will develop their ability to SOLVE PROBLEMS

More information

Secondary Mathematics Teacher Preparation Programs in the US. Jon R. Star Harvard University

Secondary Mathematics Teacher Preparation Programs in the US. Jon R. Star Harvard University Secondary Mathematics Teacher Preparation Programs in the US Jon R. Star Harvard University Overview of remarks Overview of university structure in the US, including requirements of collegiate majors Requirements

More information

Exascale seen from a DFG perspective

Exascale seen from a DFG perspective Exascale seen from a DFG perspective DFG The German Research Foundation Marcus Wilms What is the DFG? An association under German private law The DFG research universities, non-university research institutions,

More information

Consolidation,Work,Group, Final,Report!

Consolidation,Work,Group, Final,Report! Page1of9 ConsolidationWorkGroup FinalReport WorkGroupDetails Date: WorkGroupName: MathOWG8 WorkGroupCo8Chairs: MarkR.AndersonandAndrewMcMorran FunctionalArea: AcademicDegreesandPrograms FunctionalAreaCoordinator:

More information

These degree requirements are in effect starting from 2012-2013 Admission.

These degree requirements are in effect starting from 2012-2013 Admission. MASTER S DEGREE PROGRAM IN Computer Science College of Engineering University of Colorado Denver These degree requirements are in effect starting from 2012-2013 Admission. The Department of Computer Science

More information

Masters program in Computational Science and Engineering, CSE

Masters program in Computational Science and Engineering, CSE 6 februari 2006 1 (??) The Bologna task force at the IT department Institutionen för informationsteknologi Teknisk databehandling Malin Ljungberg Besöksadress: MIC hus 2, Polacksbacken Lägerhyddsvgen 2

More information

Enterprise HPC & Cloud Computing for Engineering Simulation. Barbara Hutchings Director, Strategic Partnerships ANSYS, Inc.

Enterprise HPC & Cloud Computing for Engineering Simulation. Barbara Hutchings Director, Strategic Partnerships ANSYS, Inc. Enterprise HPC & Cloud Computing for Engineering Simulation Barbara Hutchings Director, Strategic Partnerships ANSYS, Inc. Historical Perspective Evolution of Computing for Simulation Pendulum swing: Centralized

More information

P013 INTRODUCING A NEW GENERATION OF RESERVOIR SIMULATION SOFTWARE

P013 INTRODUCING A NEW GENERATION OF RESERVOIR SIMULATION SOFTWARE 1 P013 INTRODUCING A NEW GENERATION OF RESERVOIR SIMULATION SOFTWARE JEAN-MARC GRATIEN, JEAN-FRANÇOIS MAGRAS, PHILIPPE QUANDALLE, OLIVIER RICOIS 1&4, av. Bois-Préau. 92852 Rueil Malmaison Cedex. France

More information

SECOND YEAR. Major Subject 3 Thesis (EE 300) 3 Thesis (EE 300) 3 TOTAL 3 TOTAL 6. MASTER OF ENGINEERING IN ELECTRICAL ENGINEERING (MEng EE) FIRST YEAR

SECOND YEAR. Major Subject 3 Thesis (EE 300) 3 Thesis (EE 300) 3 TOTAL 3 TOTAL 6. MASTER OF ENGINEERING IN ELECTRICAL ENGINEERING (MEng EE) FIRST YEAR MASTER OF SCIENCE IN ELECTRICAL ENGINEERING (MS EE) FIRST YEAR Elective 3 Elective 3 Elective 3 Seminar Course (EE 296) 1 TOTAL 12 TOTAL 10 SECOND YEAR Major Subject 3 Thesis (EE 300) 3 Thesis (EE 300)

More information

Electrical Engineering Definition of Tuning

Electrical Engineering Definition of Tuning Electrical Engineering Definition of Tuning Tuning is a faculty-led pilot project designed to define what students must know, understand, and be able to demonstrate after completing a degree in a specific

More information

The following are the measurable objectives for graduated computer science students (ABET Standards):

The following are the measurable objectives for graduated computer science students (ABET Standards): Computer Science A Bachelor of Science degree (B.S.) in Computer Science prepares students for careers in virtually any industry or to continue on with graduate study in Computer Science and many other

More information

HANDBOOK FOR THE APPLIED AND COMPUTATIONAL MATHEMATICS OPTION. Department of Mathematics Virginia Polytechnic Institute & State University

HANDBOOK FOR THE APPLIED AND COMPUTATIONAL MATHEMATICS OPTION. Department of Mathematics Virginia Polytechnic Institute & State University HANDBOOK FOR THE APPLIED AND COMPUTATIONAL MATHEMATICS OPTION Department of Mathematics Virginia Polytechnic Institute & State University Revised June 2013 2 THE APPLIED AND COMPUTATIONAL MATHEMATICS OPTION

More information

FDVis: the Interactive Visualization and Steering Environment for the Computational Processes Using the Finite-Difference Method

FDVis: the Interactive Visualization and Steering Environment for the Computational Processes Using the Finite-Difference Method Nonlinear Analysis: Modelling and Control, 2003, Vol. 8, No. 2, 71 82 FDVis: the Interactive Visualization and Steering Environment for the Computational Processes Using the Finite-Difference Method A.

More information

New Tracks in B.S. in Mathematics

New Tracks in B.S. in Mathematics New Tracks in B.S. in Mathematics The University has approved the introduction of several tracks in the BS degree in Math. Starting Fall 2015, there will be a Comprehensive Track; an Applied Math Track;

More information

NC State University Initiatives in Big Data

NC State University Initiatives in Big Data NC State University Initiatives in Big Data Randy K. Avent 23 May 2014 RKA20140523-1 National Interests in Big Data Managing, processing and exploiting massive data sets for better decision making will

More information

The Department of Electrical and Computer Engineering (ECE) offers the following graduate degree programs:

The Department of Electrical and Computer Engineering (ECE) offers the following graduate degree programs: Note that these pages are extracted from the full Graduate Catalog, please refer to it for complete details. College of 1 ELECTRICAL AND COMPUTER ENGINEERING www.ece.neu.edu SHEILA S. HEMAMI, PHD Professor

More information

Civil Engineering Informatics Specialist

Civil Engineering Informatics Specialist Ministry of Communications and Information Technology Information Technology Institute Civil Engineering Informatics Specialist Engineering Informatics Intake 35 Historical Background! The Engineering

More information

Bachelor Degree in Informatics Engineering Master courses

Bachelor Degree in Informatics Engineering Master courses Bachelor Degree in Informatics Engineering Master courses Donostia School of Informatics The University of the Basque Country, UPV/EHU For more information: Universidad del País Vasco / Euskal Herriko

More information

English taught courses, winter term 2015/16 Bachelor level

English taught courses, winter term 2015/16 Bachelor level taught courses, winter term 2015/16 Arts and Humanities Advanced Course A Practical course (Ü) 2 Basic Course A - Large Group Sessions Practical course (Ü) Basic Course A (Übung) Practical course (Ü) 2

More information

Current requirements for a major (page 83 of current catalog)

Current requirements for a major (page 83 of current catalog) To present the proposal of the Department of Mathematics and Computer Science for changing the requirements for a major in Computer Science, we first describe the current major requirements followed by

More information

INTRODUCTORY COURSES IN CALCULUS, STATISTICS, AND COMPUTER SCIENCE

INTRODUCTORY COURSES IN CALCULUS, STATISTICS, AND COMPUTER SCIENCE Chapter 4 INTRODUCTORY COURSES IN CALCULUS, STATISTICS, AND COMPUTER SCIENCE The five tables in this chapter give detailed enrollment and section size in calculus-level courses, instructional formats for

More information

Eastern Washington University Department of Computer Science. Questionnaire for Prospective Masters in Computer Science Students

Eastern Washington University Department of Computer Science. Questionnaire for Prospective Masters in Computer Science Students Eastern Washington University Department of Computer Science Questionnaire for Prospective Masters in Computer Science Students I. Personal Information Name: Last First M.I. Mailing Address: Permanent

More information

Code Generation Tools for PDEs. Matthew Knepley PETSc Developer Mathematics and Computer Science Division Argonne National Laboratory

Code Generation Tools for PDEs. Matthew Knepley PETSc Developer Mathematics and Computer Science Division Argonne National Laboratory Code Generation Tools for PDEs Matthew Knepley PETSc Developer Mathematics and Computer Science Division Argonne National Laboratory Talk Objectives Introduce Code Generation Tools - Installation - Use

More information

COMPUTER SCIENCE. Department of Mathematics & Computer Science

COMPUTER SCIENCE. Department of Mathematics & Computer Science Department of Mathematics & Computer Science COMPUTER SCIENCE This document is meant as a planning guide only. Students are advised to consult with the Chair of the Department if they have specific questions

More information

Mathematical Modeling and Engineering Problem Solving

Mathematical Modeling and Engineering Problem Solving Mathematical Modeling and Engineering Problem Solving Berlin Chen Department of Computer Science & Information Engineering National Taiwan Normal University Reference: 1. Applied Numerical Methods with

More information

Bachelor of Games and Virtual Worlds (Programming) Subject and Course Summaries

Bachelor of Games and Virtual Worlds (Programming) Subject and Course Summaries First Semester Development 1A On completion of this subject students will be able to apply basic programming and problem solving skills in a 3 rd generation object-oriented programming language (such as

More information

MS and PhD Degree Requirements

MS and PhD Degree Requirements MS and PhD Degree Requirements Department of Electrical and Computer Engineering September 1, 2014 General Information on ECE Graduate Courses This document is prepared to assist ECE graduate students

More information

MSc in Network Centred Computing. For students entering in October 2009. contributions from other EU universities Faculty of Science

MSc in Network Centred Computing. For students entering in October 2009. contributions from other EU universities Faculty of Science MSc in Network Centred Computing (NCC) For students entering in October 2009 Awarding Institution: The University of Reading Teaching Institution: The University of Reading, with contributions from other

More information

Undergraduate Program Guide. Bachelor of Science. Computer Science 2015-2016. DEPARTMENT OF COMPUTER SCIENCE and ENGINEERING

Undergraduate Program Guide. Bachelor of Science. Computer Science 2015-2016. DEPARTMENT OF COMPUTER SCIENCE and ENGINEERING Undergraduate Program Guide Bachelor of Science in Computer Science 2015-2016 DEPARTMENT OF COMPUTER SCIENCE and ENGINEERING The University of Texas at Arlington 500 UTA Blvd. Engineering Research Building,

More information

Accelerating CFD using OpenFOAM with GPUs

Accelerating CFD using OpenFOAM with GPUs Accelerating CFD using OpenFOAM with GPUs Authors: Saeed Iqbal and Kevin Tubbs The OpenFOAM CFD Toolbox is a free, open source CFD software package produced by OpenCFD Ltd. Its user base represents a wide

More information

HPC Deployment of OpenFOAM in an Industrial Setting

HPC Deployment of OpenFOAM in an Industrial Setting HPC Deployment of OpenFOAM in an Industrial Setting Hrvoje Jasak h.jasak@wikki.co.uk Wikki Ltd, United Kingdom PRACE Seminar: Industrial Usage of HPC Stockholm, Sweden, 28-29 March 2011 HPC Deployment

More information

How To Complete The College Readiness Math Mooc

How To Complete The College Readiness Math Mooc College Readiness Math MOOC Instructor Information: Dr. Jennifer Kosiak, jkosiak@uwlax.edu General email: mathmooc@uwlax.edu Mathematics Department, University of Wisconsin- La Crosse Description: The

More information

Graduate Studies in the Department of Mathematical Sciences

Graduate Studies in the Department of Mathematical Sciences Graduate Studies in the Department of Mathematical Sciences Brief History: Graduate Program started 1960 First Ph.D. 1967 Department of Mathematical Sciences since 1971 M.S. and Ph.D. programs restructured

More information

Master of Mathematical Finance: Course Descriptions

Master of Mathematical Finance: Course Descriptions Master of Mathematical Finance: Course Descriptions CS 522 Data Mining Computer Science This course provides continued exploration of data mining algorithms. More sophisticated algorithms such as support

More information

STiMulUs Space-Time Methods for Multi-Fluid Problems on Unstructured Meshes. Panel PE1

STiMulUs Space-Time Methods for Multi-Fluid Problems on Unstructured Meshes. Panel PE1 Experience with the ERC Proposal for the Project STiMulUs Space-Time Methods for Multi-Fluid Problems on Unstructured Meshes Panel PE1 Prof. Dr.-Ing. Michael Dumbser Laboratory of Applied Mathematics,

More information

Computer Science & Engineering Department. Robert McCartney Director of Undergraduate Computing Education ITE 239 860-486-5232 robert@engr.uconn.

Computer Science & Engineering Department. Robert McCartney Director of Undergraduate Computing Education ITE 239 860-486-5232 robert@engr.uconn. Computer Science & Engineering Department Robert McCartney Director of Undergraduate Computing Education ITE 239 860-486-5232 robert@engr.uconn.edu The Tower and the Glass Balls Given a tower of N floors,

More information

NEUROMATHEMATICS: DEVELOPMENT TENDENCIES. 1. Which tasks are adequate of neurocomputers?

NEUROMATHEMATICS: DEVELOPMENT TENDENCIES. 1. Which tasks are adequate of neurocomputers? Appl. Comput. Math. 2 (2003), no. 1, pp. 57-64 NEUROMATHEMATICS: DEVELOPMENT TENDENCIES GALUSHKIN A.I., KOROBKOVA. S.V., KAZANTSEV P.A. Abstract. This article is the summary of a set of Russian scientists

More information

Computer Graphics and Visualization in a Computational Science Program

Computer Graphics and Visualization in a Computational Science Program Computer Graphics and Visualization in a Computational Science Program Steve Cunningham California State University Stanislaus Oregon State University, October 16, 2000 The imperative to scientific visualization

More information